Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 42 |
| Missing cells | 88 |
| Missing cells (%) | 11.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.0 KiB |
| Average record size in memory | 147.0 B |
Variable types
| Text | 1 |
|---|---|
| Unsupported | 1 |
| Numeric | 15 |
| Categorical | 1 |
Co2-Emissions per ton is highly overall correlated with GDP and 1 other fields | High correlation |
GDP is highly overall correlated with Co2-Emissions per ton and 1 other fields | High correlation |
Population is highly overall correlated with Co2-Emissions per ton and 1 other fields | High correlation |
Infant mortality is highly overall correlated with GDP per capita and 2 other fields | High correlation |
Minimum wage is highly overall correlated with Unemployment rate and 2 other fields | High correlation |
Unemployment rate is highly overall correlated with Minimum wage and 2 other fields | High correlation |
Population: Labor force participation (%) is highly overall correlated with Minimum wage and 2 other fields | High correlation |
temperature is highly overall correlated with ideal temperature? | High correlation |
GDP per capita is highly overall correlated with Infant mortality and 4 other fields | High correlation |
Human Development Index (2021) is highly overall correlated with Infant mortality and 2 other fields | High correlation |
Prevalence of moderate or severe food insecurity in the total population (percent) (2022) is highly overall correlated with Infant mortality and 3 other fields | High correlation |
ideal temperature? is highly overall correlated with temperature | High correlation |
Country Code has 42 (100.0%) missing values | Missing |
Agricultural Land( %) has 2 (4.8%) missing values | Missing |
Co2-Emissions per ton has 1 (2.4%) missing values | Missing |
CPI has 1 (2.4%) missing values | Missing |
Infant mortality has 1 (2.4%) missing values | Missing |
Minimum wage has 10 (23.8%) missing values | Missing |
Unemployment rate has 2 (4.8%) missing values | Missing |
Population: Labor force participation (%) has 2 (4.8%) missing values | Missing |
temperature has 13 (31.0%) missing values | Missing |
ideal temperature? has 12 (28.6%) missing values | Missing |
Gini's index has 2 (4.8%) missing values | Missing |
Country has unique values | Unique |
GDP has unique values | Unique |
Population has unique values | Unique |
GDP per capita has unique values | Unique |
Country Code is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-11-17 04:23:26.879545 |
|---|---|
| Analysis finished | 2023-11-17 04:23:45.926454 |
| Duration | 19.05 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
Country
Text
UNIQUE 
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 464.0 B |
Length
| Max length | 32 |
|---|---|
| Median length | 13 |
| Mean length | 9.4285714 |
| Min length | 4 |
Characters and Unicode
| Total characters | 396 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 42 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Algeria |
|---|---|
| 2nd row | Angola |
| 3rd row | Benin |
| 4th row | Botswana |
| 5th row | Burkina Faso |
| Value | Count | Frequency (%) |
| republic | 3 | 5.0% |
| the | 3 | 5.0% |
| of | 2 | 3.3% |
| sudan | 2 | 3.3% |
| congo | 2 | 3.3% |
| south | 2 | 3.3% |
| botswana | 1 | 1.7% |
| burkina | 1 | 1.7% |
| faso | 1 | 1.7% |
| cape | 1 | 1.7% |
| Other values (42) | 42 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 51 | 12.9% |
| i | 39 | 9.8% |
| e | 31 | 7.8% |
| o | 27 | 6.8% |
| n | 25 | 6.3% |
| 18 | 4.5% | |
| r | 17 | 4.3% |
| u | 17 | 4.3% |
| t | 14 | 3.5% |
| b | 12 | 3.0% |
| Other values (33) | 145 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 321 | |
| Uppercase Letter | 56 | 14.1% |
| Space Separator | 18 | 4.5% |
| Dash Punctuation | 1 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 51 | |
| i | 39 | |
| e | 31 | |
| o | 27 | 8.4% |
| n | 25 | 7.8% |
| r | 17 | 5.3% |
| u | 17 | 5.3% |
| t | 14 | 4.4% |
| b | 12 | 3.7% |
| s | 11 | 3.4% |
| Other values (14) | 77 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 8 | |
| C | 6 | |
| M | 5 | |
| T | 5 | |
| L | 4 | 7.1% |
| G | 4 | 7.1% |
| B | 4 | 7.1% |
| A | 4 | 7.1% |
| R | 3 | 5.4% |
| E | 3 | 5.4% |
| Other values (7) | 10 |
Space Separator
| Value | Count | Frequency (%) |
| 18 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 377 | |
| Common | 19 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 51 | 13.5% |
| i | 39 | 10.3% |
| e | 31 | 8.2% |
| o | 27 | 7.2% |
| n | 25 | 6.6% |
| r | 17 | 4.5% |
| u | 17 | 4.5% |
| t | 14 | 3.7% |
| b | 12 | 3.2% |
| s | 11 | 2.9% |
| Other values (31) | 133 |
Common
| Value | Count | Frequency (%) |
| 18 | ||
| - | 1 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 396 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 51 | 12.9% |
| i | 39 | 9.8% |
| e | 31 | 7.8% |
| o | 27 | 6.8% |
| n | 25 | 6.3% |
| 18 | 4.5% | |
| r | 17 | 4.3% |
| u | 17 | 4.3% |
| t | 14 | 3.5% |
| b | 12 | 3.0% |
| Other values (33) | 145 |
Country Code
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 42 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 464.0 B |
Agricultural Land( %)
Real number (ℝ)
MISSING 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.443375 |
| Minimum | 0.034 |
|---|---|
| Maximum | 0.798 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.034 |
|---|---|
| 5-th percentile | 0.0798 |
| Q1 | 0.305 |
| median | 0.452 |
| Q3 | 0.61925 |
| 95-th percentile | 0.7361 |
| Maximum | 0.798 |
| Range | 0.764 |
| Interquartile range (IQR) | 0.31425 |
Descriptive statistics
| Standard deviation | 0.21835876 |
|---|---|
| Coefficient of variation (CV) | 0.49249227 |
| Kurtosis | -0.88676363 |
| Mean | 0.443375 |
| Median Absolute Deviation (MAD) | 0.1635 |
| Skewness | -0.24832681 |
| Sum | 17.735 |
| Variance | 0.047680548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.174 | 1 | 2.4% |
| 0.461 | 1 | 2.4% |
| 0.614 | 1 | 2.4% |
| 0.385 | 1 | 2.4% |
| 0.424 | 1 | 2.4% |
| 0.635 | 1 | 2.4% |
| 0.471 | 1 | 2.4% |
| 0.361 | 1 | 2.4% |
| 0.507 | 1 | 2.4% |
| 0.034 | 1 | 2.4% |
| Other values (30) | 30 | |
| (Missing) | 2 | 4.8% |
| Value | Count | Frequency (%) |
| 0.034 | 1 | |
| 0.038 | 1 | |
| 0.082 | 1 | |
| 0.087 | 1 | |
| 0.116 | 1 | |
| 0.174 | 1 | |
| 0.196 | 1 | |
| 0.206 | 1 | |
| 0.28 | 1 | |
| 0.287 | 1 |
| Value | Count | Frequency (%) |
| 0.798 | 1 | |
| 0.776 | 1 | |
| 0.734 | 1 | |
| 0.719 | 1 | |
| 0.715 | 1 | |
| 0.712 | 1 | |
| 0.702 | 1 | |
| 0.69 | 1 | |
| 0.648 | 1 | |
| 0.635 | 1 |
Co2-Emissions per ton
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 41 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28020.902 |
| Minimum | 121 |
|---|---|
| Maximum | 476644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 121 |
|---|---|
| 5-th percentile | 293 |
| Q1 | 1386 |
| median | 3905 |
| Q3 | 10983 |
| 95-th percentile | 150006 |
| Maximum | 476644 |
| Range | 476523 |
| Interquartile range (IQR) | 9597 |
Descriptive statistics
| Standard deviation | 83777.232 |
|---|---|
| Coefficient of variation (CV) | 2.9898121 |
| Kurtosis | 21.944087 |
| Mean | 28020.902 |
| Median Absolute Deviation (MAD) | 3300 |
| Skewness | 4.5125849 |
| Sum | 1148857 |
| Variance | 7.0186246 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150006 | 1 | 2.4% |
| 605 | 1 | 2.4% |
| 1298 | 1 | 2.4% |
| 2739 | 1 | 2.4% |
| 4349 | 1 | 2.4% |
| 7943 | 1 | 2.4% |
| 4228 | 1 | 2.4% |
| 2017 | 1 | 2.4% |
| 121 | 1 | 2.4% |
| 10902 | 1 | 2.4% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 121 | 1 | |
| 202 | 1 | |
| 293 | 1 | |
| 297 | 1 | |
| 532 | 1 | |
| 543 | 1 | |
| 605 | 1 | |
| 620 | 1 | |
| 1093 | 1 | |
| 1298 | 1 |
| Value | Count | Frequency (%) |
| 476644 | 1 | |
| 238560 | 1 | |
| 150006 | 1 | |
| 50564 | 1 | |
| 34693 | 1 | |
| 29937 | 1 | |
| 20000 | 1 | |
| 16670 | 1 | |
| 14870 | 1 | |
| 11973 | 1 |
CPI
Real number (ℝ)
MISSING 
| Distinct | 41 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 303.45512 |
| Minimum | 103.62 |
|---|---|
| Maximum | 4583.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 103.62 |
|---|---|
| 5-th percentile | 106.58 |
| Q1 | 120.25 |
| median | 155.33 |
| Q3 | 187.43 |
| 95-th percentile | 418.34 |
| Maximum | 4583.71 |
| Range | 4480.09 |
| Interquartile range (IQR) | 67.18 |
Descriptive statistics
| Standard deviation | 712.25598 |
|---|---|
| Coefficient of variation (CV) | 2.3471542 |
| Kurtosis | 34.780779 |
| Mean | 303.45512 |
| Median Absolute Deviation (MAD) | 35.08 |
| Skewness | 5.7750475 |
| Sum | 12441.66 |
| Variance | 507308.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 151.36 | 1 | 2.4% |
| 129.96 | 1 | 2.4% |
| 418.34 | 1 | 2.4% |
| 135.02 | 1 | 2.4% |
| 129.91 | 1 | 2.4% |
| 182.31 | 1 | 2.4% |
| 157.97 | 1 | 2.4% |
| 109.32 | 1 | 2.4% |
| 185.09 | 1 | 2.4% |
| 109.25 | 1 | 2.4% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 103.62 | 1 | |
| 105.51 | 1 | |
| 106.58 | 1 | |
| 109.25 | 1 | |
| 109.32 | 1 | |
| 110.5 | 1 | |
| 110.71 | 1 | |
| 111.65 | 1 | |
| 113.3 | 1 | |
| 118.65 | 1 |
| Value | Count | Frequency (%) |
| 4583.71 | 1 | |
| 1344.19 | 1 | |
| 418.34 | 1 | |
| 288.57 | 1 | |
| 268.36 | 1 | |
| 262.95 | 1 | |
| 261.73 | 1 | |
| 234.16 | 1 | |
| 223.13 | 1 | |
| 212.31 | 1 |
GDP
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9169697 × 1010 |
| Minimum | 4.290166 × 108 |
|---|---|
| Maximum | 3.5143165 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 4.290166 × 108 |
|---|---|
| 5-th percentile | 1.3583121 × 109 |
| Q1 | 3.8288468 × 109 |
| median | 1.4132175 × 1010 |
| Q3 | 3.7667158 × 1010 |
| 95-th percentile | 1.6629421 × 1011 |
| Maximum | 3.5143165 × 1011 |
| Range | 3.5100263 × 1011 |
| Interquartile range (IQR) | 3.3838311 × 1010 |
Descriptive statistics
| Standard deviation | 7.3250921 × 1010 |
|---|---|
| Coefficient of variation (CV) | 1.8700916 |
| Kurtosis | 11.194184 |
| Mean | 3.9169697 × 1010 |
| Median Absolute Deviation (MAD) | 1.0937558 × 1010 |
| Skewness | 3.2952655 |
| Sum | 1.6451273 × 1012 |
| Variance | 5.3656974 × 1021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.699882364 × 1011 | 1 | 2.4% |
| 1698843063 | 1 | 2.4% |
| 7666704427 | 1 | 2.4% |
| 7593752450 | 1 | 2.4% |
| 1.418044456 × 1010 | 1 | 2.4% |
| 1.493415993 × 1010 | 1 | 2.4% |
| 1.236652772 × 1010 | 1 | 2.4% |
| 1.292814512 × 1010 | 1 | 2.4% |
| 429016605 | 1 | 2.4% |
| 2.357808405 × 1010 | 1 | 2.4% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 429016605 | 1 | |
| 1185728677 | 1 | |
| 1340389411 | 1 | |
| 1698843063 | 1 | |
| 1763819048 | 1 | |
| 1981845741 | 1 | |
| 2220307369 | 1 | |
| 2460072444 | 1 | |
| 3070518100 | 1 | |
| 3318716359 | 1 |
| Value | Count | Frequency (%) |
| 3.514316492 × 1011 | 1 | |
| 3.031751276 × 1011 | 1 | |
| 1.699882364 × 1011 | 1 | |
| 9.61076624 × 1010 | 1 | |
| 9.463541587 × 1010 | 1 | |
| 6.698363422 × 1010 | 1 | |
| 6.317706818 × 1010 | 1 | |
| 5.207625095 × 1010 | 1 | |
| 4.73196242 × 1010 | 1 | |
| 3.879770992 × 1010 | 1 |
Population
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21634658 |
| Minimum | 97625 |
|---|---|
| Maximum | 1.1207873 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 97625 |
|---|---|
| 5-th percentile | 501990.9 |
| Q1 | 2384412 |
| median | 11747935 |
| Q3 | 29516854 |
| 95-th percentile | 85378952 |
| Maximum | 1.1207873 × 108 |
| Range | 1.119811 × 108 |
| Interquartile range (IQR) | 27132442 |
Descriptive statistics
| Standard deviation | 27138514 |
|---|---|
| Coefficient of variation (CV) | 1.2543999 |
| Kurtosis | 3.5468401 |
| Mean | 21634658 |
| Median Absolute Deviation (MAD) | 10154618 |
| Skewness | 1.9280443 |
| Sum | 9.0865565 × 108 |
| Variance | 7.3649892 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43053054 | 1 | 2.4% |
| 97625 | 1 | 2.4% |
| 18628747 | 1 | 2.4% |
| 4525696 | 1 | 2.4% |
| 1265711 | 1 | 2.4% |
| 30366036 | 1 | 2.4% |
| 2494530 | 1 | 2.4% |
| 23310715 | 1 | 2.4% |
| 215056 | 1 | 2.4% |
| 16296364 | 1 | 2.4% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 97625 | 1 | |
| 215056 | 1 | |
| 483628 | 1 | |
| 850886 | 1 | |
| 973560 | 1 | |
| 1093238 | 1 | |
| 1265711 | 1 | |
| 1920922 | 1 | |
| 2125268 | 1 | |
| 2346179 | 1 |
| Value | Count | Frequency (%) |
| 112078730 | 1 | |
| 100388073 | 1 | |
| 86790567 | 1 | |
| 58558270 | 1 | |
| 58005463 | 1 | |
| 44269594 | 1 | |
| 43053054 | 1 | |
| 42813238 | 1 | |
| 31825295 | 1 | |
| 30792608 | 1 |
Infant mortality
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 40 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 1 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.62439 |
| Minimum | 10.2 |
|---|---|
| Maximum | 84.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 10.2 |
|---|---|
| 5-th percentile | 13.6 |
| Q1 | 30 |
| median | 39.1 |
| Q3 | 51.6 |
| 95-th percentile | 68.2 |
| Maximum | 84.5 |
| Range | 74.3 |
| Interquartile range (IQR) | 21.6 |
Descriptive statistics
| Standard deviation | 18.039371 |
|---|---|
| Coefficient of variation (CV) | 0.43338462 |
| Kurtosis | -0.28253343 |
| Mean | 41.62439 |
| Median Absolute Deviation (MAD) | 12.2 |
| Skewness | 0.23423945 |
| Sum | 1706.6 |
| Variance | 325.41889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54 | 2 | 4.8% |
| 20.1 | 1 | 2.4% |
| 12.4 | 1 | 2.4% |
| 35.3 | 1 | 2.4% |
| 51.5 | 1 | 2.4% |
| 13.6 | 1 | 2.4% |
| 29 | 1 | 2.4% |
| 48 | 1 | 2.4% |
| 24.4 | 1 | 2.4% |
| 31.8 | 1 | 2.4% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 10.2 | 1 | |
| 12.4 | 1 | |
| 13.6 | 1 | |
| 14.6 | 1 | |
| 16.7 | 1 | |
| 18.1 | 1 | |
| 20.1 | 1 | |
| 24.4 | 1 | |
| 28.5 | 1 | |
| 29 | 1 |
| Value | Count | Frequency (%) |
| 84.5 | 1 | |
| 78.5 | 1 | |
| 68.2 | 1 | |
| 65.7 | 1 | |
| 64.9 | 1 | |
| 63.7 | 1 | |
| 60.5 | 1 | |
| 54 | 2 | |
| 53.5 | 1 | |
| 51.6 | 1 |
Minimum wage
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 27 |
|---|---|
| Distinct (%) | 84.4% |
| Missing | 10 |
| Missing (%) | 23.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4721875 |
| Minimum | 0.01 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1065 |
| Q1 | 0.2325 |
| median | 0.345 |
| Q3 | 0.54 |
| 95-th percentile | 1.3685 |
| Maximum | 2 |
| Range | 1.99 |
| Interquartile range (IQR) | 0.3075 |
Descriptive statistics
| Standard deviation | 0.44487573 |
|---|---|
| Coefficient of variation (CV) | 0.94215906 |
| Kurtosis | 6.2833161 |
| Mean | 0.4721875 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | 2.4136806 |
| Sum | 15.11 |
| Variance | 0.19791442 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.41 | 2 | 4.8% |
| 0.29 | 2 | 4.8% |
| 0.34 | 2 | 4.8% |
| 0.27 | 2 | 4.8% |
| 0.71 | 2 | 4.8% |
| 0.21 | 1 | 2.4% |
| 0.01 | 1 | 2.4% |
| 0.47 | 1 | 2.4% |
| 0.09 | 1 | 2.4% |
| 0.57 | 1 | 2.4% |
| Other values (17) | 17 | |
| (Missing) | 10 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | |
| 0.09 | 1 | |
| 0.12 | 1 | |
| 0.13 | 1 | |
| 0.16 | 1 | |
| 0.17 | 1 | |
| 0.18 | 1 | |
| 0.21 | 1 | |
| 0.24 | 1 | |
| 0.27 | 2 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 1.88 | 1 | |
| 0.95 | 1 | |
| 0.88 | 1 | |
| 0.71 | 2 | |
| 0.68 | 1 | |
| 0.57 | 1 | |
| 0.53 | 1 | |
| 0.47 | 1 | |
| 0.41 | 2 |
Unemployment rate
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0844825 |
| Minimum | 0.0047 |
|---|---|
| Maximum | 0.2818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.0047 |
|---|---|
| 5-th percentile | 0.01836 |
| Q1 | 0.03345 |
| median | 0.0643 |
| Q3 | 0.11835 |
| 95-th percentile | 0.20427 |
| Maximum | 0.2818 |
| Range | 0.2771 |
| Interquartile range (IQR) | 0.0849 |
Descriptive statistics
| Standard deviation | 0.066654316 |
|---|---|
| Coefficient of variation (CV) | 0.78897187 |
| Kurtosis | 0.8445553 |
| Mean | 0.0844825 |
| Median Absolute Deviation (MAD) | 0.0408 |
| Skewness | 1.1459795 |
| Sum | 3.3793 |
| Variance | 0.0044427979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.117 | 1 | 2.4% |
| 0.066 | 1 | 2.4% |
| 0.0565 | 1 | 2.4% |
| 0.0955 | 1 | 2.4% |
| 0.0667 | 1 | 2.4% |
| 0.0324 | 1 | 2.4% |
| 0.2027 | 1 | 2.4% |
| 0.0047 | 1 | 2.4% |
| 0.1337 | 1 | 2.4% |
| 0.0443 | 1 | 2.4% |
| Other values (30) | 30 | |
| (Missing) | 2 | 4.8% |
| Value | Count | Frequency (%) |
| 0.0047 | 1 | |
| 0.0176 | 1 | |
| 0.0184 | 1 | |
| 0.0198 | 1 | |
| 0.0204 | 1 | |
| 0.0208 | 1 | |
| 0.0223 | 1 | |
| 0.0247 | 1 | |
| 0.0281 | 1 | |
| 0.0324 | 1 |
| Value | Count | Frequency (%) |
| 0.2818 | 1 | |
| 0.2341 | 1 | |
| 0.2027 | 1 | |
| 0.1856 | 1 | |
| 0.1819 | 1 | |
| 0.1653 | 1 | |
| 0.1602 | 1 | |
| 0.1337 | 1 | |
| 0.1225 | 1 | |
| 0.1224 | 1 |
Population: Labor force participation (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 38 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 2 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.650575 |
| Minimum | 0.412 |
|---|---|
| Maximum | 0.861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.412 |
|---|---|
| 5-th percentile | 0.4558 |
| Q1 | 0.57875 |
| median | 0.6785 |
| Q3 | 0.74975 |
| 95-th percentile | 0.83115 |
| Maximum | 0.861 |
| Range | 0.449 |
| Interquartile range (IQR) | 0.171 |
Descriptive statistics
| Standard deviation | 0.12363965 |
|---|---|
| Coefficient of variation (CV) | 0.19004673 |
| Kurtosis | -0.90074004 |
| Mean | 0.650575 |
| Median Absolute Deviation (MAD) | 0.0865 |
| Skewness | -0.34695756 |
| Sum | 26.023 |
| Variance | 0.015286763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.72 | 3 | 7.1% |
| 0.412 | 1 | 2.4% |
| 0.579 | 1 | 2.4% |
| 0.459 | 1 | 2.4% |
| 0.583 | 1 | 2.4% |
| 0.781 | 1 | 2.4% |
| 0.595 | 1 | 2.4% |
| 0.578 | 1 | 2.4% |
| 0.457 | 1 | 2.4% |
| 0.56 | 1 | 2.4% |
| Other values (28) | 28 | |
| (Missing) | 2 | 4.8% |
| Value | Count | Frequency (%) |
| 0.412 | 1 | |
| 0.433 | 1 | |
| 0.457 | 1 | |
| 0.459 | 1 | |
| 0.461 | 1 | |
| 0.464 | 1 | |
| 0.484 | 1 | |
| 0.497 | 1 | |
| 0.56 | 1 | |
| 0.578 | 1 |
| Value | Count | Frequency (%) |
| 0.861 | 1 | |
| 0.834 | 1 | |
| 0.831 | 1 | |
| 0.796 | 1 | |
| 0.781 | 1 | |
| 0.776 | 1 | |
| 0.775 | 1 | |
| 0.767 | 1 | |
| 0.763 | 1 | |
| 0.761 | 1 |
temperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 13 |
| Missing (%) | 31.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.441379 |
| Minimum | 16.42 |
|---|---|
| Maximum | 31.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 16.42 |
|---|---|
| 5-th percentile | 20.404 |
| Q1 | 25.22 |
| median | 26.45 |
| Q3 | 29.42 |
| 95-th percentile | 31.208 |
| Maximum | 31.42 |
| Range | 15 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 3.478271 |
|---|---|
| Coefficient of variation (CV) | 0.13154651 |
| Kurtosis | 1.3590889 |
| Mean | 26.441379 |
| Median Absolute Deviation (MAD) | 1.45 |
| Skewness | -0.82060137 |
| Sum | 766.8 |
| Variance | 12.098369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.3 | 1 | 2.4% |
| 25 | 1 | 2.4% |
| 26.75 | 1 | 2.4% |
| 26.52 | 1 | 2.4% |
| 21.37 | 1 | 2.4% |
| 29.48 | 1 | 2.4% |
| 23.49 | 1 | 2.4% |
| 31.36 | 1 | 2.4% |
| 19.76 | 1 | 2.4% |
| 27.19 | 1 | 2.4% |
| Other values (19) | 19 | |
| (Missing) | 13 |
| Value | Count | Frequency (%) |
| 16.42 | 1 | |
| 19.76 | 1 | |
| 21.37 | 1 | |
| 23.49 | 1 | |
| 23.5 | 1 | |
| 24.66 | 1 | |
| 25 | 1 | |
| 25.22 | 1 | |
| 25.35 | 1 | |
| 25.37 | 1 |
| Value | Count | Frequency (%) |
| 31.42 | 1 | |
| 31.36 | 1 | |
| 30.98 | 1 | |
| 30.92 | 1 | |
| 30.78 | 1 | |
| 29.71 | 1 | |
| 29.48 | 1 | |
| 29.42 | 1 | |
| 27.83 | 1 | |
| 27.19 | 1 |
ideal temperature?
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 12 |
| Missing (%) | 28.6% |
| Memory size | 464.0 B |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 90 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22 | |
| 0.0 | 8 | 19.0% |
| (Missing) | 12 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 22 | |
| 0.0 | 8 | 26.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38 | |
| . | 30 | |
| 1 | 22 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60 | |
| Other Punctuation | 30 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 22 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 90 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38 | |
| . | 30 | |
| 1 | 22 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38 | |
| . | 30 | |
| 1 | 22 |
Precipitation Depth (mm/year)
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1021.6929 |
| Minimum | 18.1 |
|---|---|
| Maximum | 3200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 18.1 |
|---|---|
| 5-th percentile | 89.15 |
| Q1 | 435.75 |
| median | 955 |
| Q3 | 1470.5 |
| 95-th percentile | 2387.95 |
| Maximum | 3200 |
| Range | 3181.9 |
| Interquartile range (IQR) | 1034.75 |
Descriptive statistics
| Standard deviation | 740.14613 |
|---|---|
| Coefficient of variation (CV) | 0.72443115 |
| Kurtosis | 0.71373148 |
| Mean | 1021.6929 |
| Median Absolute Deviation (MAD) | 548.5 |
| Skewness | 0.86272206 |
| Sum | 42911.1 |
| Variance | 547816.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 900 | 2 | 4.8% |
| 788 | 2 | 4.8% |
| 89 | 1 | 2.4% |
| 2330 | 1 | 2.4% |
| 92 | 1 | 2.4% |
| 2041 | 1 | 2.4% |
| 1032 | 1 | 2.4% |
| 285 | 1 | 2.4% |
| 151 | 1 | 2.4% |
| 3200 | 1 | 2.4% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 18.1 | 1 | |
| 56 | 1 | |
| 89 | 1 | |
| 92 | 1 | |
| 151 | 1 | |
| 207 | 1 | |
| 220 | 1 | |
| 228 | 1 | |
| 250 | 1 | |
| 285 | 1 |
| Value | Count | Frequency (%) |
| 3200 | 1 | |
| 2526 | 1 | |
| 2391 | 1 | |
| 2330 | 1 | |
| 2041 | 1 | |
| 1651 | 1 | |
| 1646 | 1 | |
| 1604 | 1 | |
| 1577 | 1 | |
| 1543 | 1 |
Gini's index
Real number (ℝ)
MISSING 
| Distinct | 39 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 2 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.2425 |
| Minimum | 27.6 |
|---|---|
| Maximum | 63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 27.6 |
|---|---|
| 5-th percentile | 31.975 |
| Q1 | 36.525 |
| median | 42.25 |
| Q3 | 45.625 |
| 95-th percentile | 56.06 |
| Maximum | 63 |
| Range | 35.4 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 8.0398969 |
|---|---|
| Coefficient of variation (CV) | 0.1903272 |
| Kurtosis | 0.13903558 |
| Mean | 42.2425 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | 0.59145102 |
| Sum | 1689.7 |
| Variance | 64.639942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 2 | 4.8% |
| 27.6 | 1 | 2.4% |
| 36.8 | 1 | 2.4% |
| 50.5 | 1 | 2.4% |
| 59.1 | 1 | 2.4% |
| 37.3 | 1 | 2.4% |
| 40.7 | 1 | 2.4% |
| 38.3 | 1 | 2.4% |
| 32.1 | 1 | 2.4% |
| 35.7 | 1 | 2.4% |
| Other values (29) | 29 | |
| (Missing) | 2 | 4.8% |
| Value | Count | Frequency (%) |
| 27.6 | 1 | |
| 29.6 | 1 | |
| 32.1 | 1 | |
| 32.6 | 1 | |
| 32.8 | 1 | |
| 34.2 | 1 | |
| 34.8 | 1 | |
| 35 | 1 | |
| 35.3 | 1 | |
| 35.7 | 1 |
| Value | Count | Frequency (%) |
| 63 | 1 | |
| 59.1 | 1 | |
| 55.9 | 1 | |
| 54.6 | 1 | |
| 53.3 | 1 | |
| 51.3 | 1 | |
| 50.5 | 1 | |
| 50.3 | 1 | |
| 48.9 | 1 | |
| 46.6 | 1 |
GDP per capita
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2594.3281 |
| Minimum | 411.55234 |
|---|---|
| Maximum | 17401.722 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 411.55234 |
|---|---|
| 5-th percentile | 469.1023 |
| Q1 | 711.16197 |
| median | 1342.4329 |
| Q3 | 3243.1636 |
| 95-th percentile | 7810.5115 |
| Maximum | 17401.722 |
| Range | 16990.169 |
| Interquartile range (IQR) | 2532.0016 |
Descriptive statistics
| Standard deviation | 3309.8885 |
|---|---|
| Coefficient of variation (CV) | 1.2758173 |
| Kurtosis | 9.8089339 |
| Mean | 2594.3281 |
| Median Absolute Deviation (MAD) | 792.52427 |
| Skewness | 2.8776158 |
| Sum | 108961.78 |
| Variance | 10955362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3948.343279 | 1 | 2.4% |
| 17401.72152 | 1 | 2.4% |
| 411.5523404 | 1 | 2.4% |
| 1677.919253 | 1 | 2.4% |
| 11203.54058 | 1 | 2.4% |
| 491.8047231 | 1 | 2.4% |
| 4957.458006 | 1 | 2.4% |
| 554.6009687 | 1 | 2.4% |
| 1994.906466 | 1 | 2.4% |
| 1446.830965 | 1 | 2.4% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 411.5523404 | 1 | |
| 441.5056034 | 1 | |
| 467.9074407 | 1 | |
| 491.8047231 | 1 | |
| 504.4625434 | 1 | |
| 522.2198092 | 1 | |
| 545.2162123 | 1 | |
| 554.6009687 | 1 | |
| 621.8929536 | 1 | |
| 675.5422134 | 1 |
| Value | Count | Frequency (%) |
| 17401.72152 | 1 | |
| 11203.54058 | 1 | |
| 7817.183083 | 1 | |
| 7683.750611 | 1 | |
| 6001.400814 | 1 | |
| 4957.458006 | 1 | |
| 4097.87221 | 1 | |
| 3948.343279 | 1 | |
| 3467.958805 | 1 | |
| 3408.846254 | 1 |
Human Development Index (2021)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 39 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5622619 |
| Minimum | 0.385 |
|---|---|
| Maximum | 0.802 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.385 |
|---|---|
| 5-th percentile | 0.4061 |
| Q1 | 0.48675 |
| median | 0.532 |
| Q3 | 0.61725 |
| 95-th percentile | 0.7443 |
| Maximum | 0.802 |
| Range | 0.417 |
| Interquartile range (IQR) | 0.1305 |
Descriptive statistics
| Standard deviation | 0.10664531 |
|---|---|
| Coefficient of variation (CV) | 0.18967195 |
| Kurtosis | -0.37237658 |
| Mean | 0.5622619 |
| Median Absolute Deviation (MAD) | 0.0545 |
| Skewness | 0.62532182 |
| Sum | 23.615 |
| Variance | 0.011373222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.525 | 2 | 4.8% |
| 0.479 | 2 | 4.8% |
| 0.731 | 2 | 4.8% |
| 0.745 | 1 | 2.4% |
| 0.785 | 1 | 2.4% |
| 0.556 | 1 | 2.4% |
| 0.802 | 1 | 2.4% |
| 0.446 | 1 | 2.4% |
| 0.615 | 1 | 2.4% |
| 0.4 | 1 | 2.4% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 0.385 | 1 | |
| 0.4 | 1 | |
| 0.404 | 1 | |
| 0.446 | 1 | |
| 0.449 | 1 | |
| 0.465 | 1 | |
| 0.477 | 1 | |
| 0.479 | 2 | |
| 0.481 | 1 | |
| 0.483 | 1 |
| Value | Count | Frequency (%) |
| 0.802 | 1 | |
| 0.785 | 1 | |
| 0.745 | 1 | |
| 0.731 | 2 | |
| 0.718 | 1 | |
| 0.713 | 1 | |
| 0.693 | 1 | |
| 0.662 | 1 | |
| 0.632 | 1 | |
| 0.618 | 1 |
Prevalence of moderate or severe food insecurity in the total population (percent) (2022)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 41 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.821429 |
| Minimum | 18.5 |
|---|---|
| Maximum | 92.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 18.5 |
|---|---|
| 5-th percentile | 23.025 |
| Q1 | 52.95 |
| median | 63.5 |
| Q3 | 78.475 |
| 95-th percentile | 88.405 |
| Maximum | 92.2 |
| Range | 73.7 |
| Interquartile range (IQR) | 25.525 |
Descriptive statistics
| Standard deviation | 19.909374 |
|---|---|
| Coefficient of variation (CV) | 0.31692012 |
| Kurtosis | -0.40334292 |
| Mean | 62.821429 |
| Median Absolute Deviation (MAD) | 13.7 |
| Skewness | -0.64784884 |
| Sum | 2638.5 |
| Variance | 396.38319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76.6 | 2 | 4.8% |
| 22.6 | 1 | 2.4% |
| 52.2 | 1 | 2.4% |
| 83.8 | 1 | 2.4% |
| 55.6 | 1 | 2.4% |
| 35.1 | 1 | 2.4% |
| 79.2 | 1 | 2.4% |
| 60.1 | 1 | 2.4% |
| 75.6 | 1 | 2.4% |
| 58.8 | 1 | 2.4% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 18.5 | 1 | |
| 21.4 | 1 | |
| 22.6 | 1 | |
| 31.1 | 1 | |
| 31.6 | 1 | |
| 35.1 | 1 | |
| 41.2 | 1 | |
| 41.4 | 1 | |
| 43.1 | 1 | |
| 52 | 1 |
| Value | Count | Frequency (%) |
| 92.2 | 1 | |
| 90.3 | 1 | |
| 88.6 | 1 | |
| 84.7 | 1 | |
| 84.6 | 1 | |
| 84.3 | 1 | |
| 83.8 | 1 | |
| 80.9 | 1 | |
| 79.9 | 1 | |
| 79.2 | 1 |
| Agricultural Land( %) | Co2-Emissions per ton | CPI | GDP | Population | Infant mortality | Minimum wage | Unemployment rate | Population: Labor force participation (%) | temperature | Precipitation Depth (mm/year) | Gini's index | GDP per capita | Human Development Index (2021) | Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | ideal temperature? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Agricultural Land( %) | 1.000 | -0.094 | 0.086 | -0.139 | -0.060 | 0.129 | -0.355 | -0.041 | 0.054 | -0.371 | 0.063 | 0.251 | -0.128 | -0.100 | 0.109 | 0.320 |
| Co2-Emissions per ton | -0.094 | 1.000 | 0.134 | 0.924 | 0.696 | -0.375 | 0.133 | 0.171 | -0.046 | -0.236 | -0.425 | 0.152 | 0.313 | 0.415 | -0.429 | 0.115 |
| CPI | 0.086 | 0.134 | 1.000 | 0.162 | 0.314 | 0.124 | -0.274 | 0.132 | 0.110 | -0.207 | 0.200 | -0.006 | -0.251 | -0.097 | 0.123 | 0.000 |
| GDP | -0.139 | 0.924 | 0.162 | 1.000 | 0.840 | -0.280 | -0.050 | 0.038 | 0.010 | -0.199 | -0.328 | 0.122 | 0.181 | 0.269 | -0.315 | 0.182 |
| Population | -0.060 | 0.696 | 0.314 | 0.840 | 1.000 | 0.040 | -0.352 | -0.300 | 0.238 | -0.070 | -0.133 | 0.032 | -0.316 | -0.143 | -0.012 | 0.000 |
| Infant mortality | 0.129 | -0.375 | 0.124 | -0.280 | 0.040 | 1.000 | -0.165 | -0.407 | 0.331 | 0.293 | 0.311 | 0.022 | -0.666 | -0.772 | 0.689 | 0.000 |
| Minimum wage | -0.355 | 0.133 | -0.274 | -0.050 | -0.352 | -0.165 | 1.000 | 0.565 | -0.539 | 0.084 | -0.258 | -0.142 | 0.540 | 0.402 | -0.301 | 0.166 |
| Unemployment rate | -0.041 | 0.171 | 0.132 | 0.038 | -0.300 | -0.407 | 0.565 | 1.000 | -0.585 | -0.222 | -0.490 | 0.215 | 0.605 | 0.486 | -0.496 | 0.252 |
| Population: Labor force participation (%) | 0.054 | -0.046 | 0.110 | 0.010 | 0.238 | 0.331 | -0.539 | -0.585 | 1.000 | -0.174 | 0.395 | 0.298 | -0.433 | -0.374 | 0.524 | 0.234 |
| temperature | -0.371 | -0.236 | -0.207 | -0.199 | -0.070 | 0.293 | 0.084 | -0.222 | -0.174 | 1.000 | 0.001 | -0.261 | -0.257 | -0.374 | 0.111 | 0.861 |
| Precipitation Depth (mm/year) | 0.063 | -0.425 | 0.200 | -0.328 | -0.133 | 0.311 | -0.258 | -0.490 | 0.395 | 0.001 | 1.000 | -0.086 | -0.329 | -0.277 | 0.477 | 0.399 |
| Gini's index | 0.251 | 0.152 | -0.006 | 0.122 | 0.032 | 0.022 | -0.142 | 0.215 | 0.298 | -0.261 | -0.086 | 1.000 | 0.198 | 0.108 | 0.221 | 0.000 |
| GDP per capita | -0.128 | 0.313 | -0.251 | 0.181 | -0.316 | -0.666 | 0.540 | 0.605 | -0.433 | -0.257 | -0.329 | 0.198 | 1.000 | 0.819 | -0.623 | 0.135 |
| Human Development Index (2021) | -0.100 | 0.415 | -0.097 | 0.269 | -0.143 | -0.772 | 0.402 | 0.486 | -0.374 | -0.374 | -0.277 | 0.108 | 0.819 | 1.000 | -0.694 | 0.000 |
| Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | 0.109 | -0.429 | 0.123 | -0.315 | -0.012 | 0.689 | -0.301 | -0.496 | 0.524 | 0.111 | 0.477 | 0.221 | -0.623 | -0.694 | 1.000 | 0.143 |
| ideal temperature? | 0.320 | 0.115 | 0.000 | 0.182 | 0.000 | 0.000 | 0.166 | 0.252 | 0.234 | 0.861 | 0.399 | 0.000 | 0.135 | 0.000 | 0.143 | 1.000 |
| Country | Country Code | Agricultural Land( %) | Co2-Emissions per ton | CPI | GDP | Population | Infant mortality | Minimum wage | Unemployment rate | Population: Labor force participation (%) | temperature | ideal temperature? | Precipitation Depth (mm/year) | Gini's index | GDP per capita | Human Development Index (2021) | Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Algeria | NaN | 0.174 | 150006.0 | 151.36 | 169988236398 | 43053054 | 20.1 | 0.95 | 0.1170 | 0.412 | 26.30 | 1.0 | 89.0 | 27.6 | 3948.343279 | 0.745 | 22.6 |
| 1 | Angola | NaN | 0.475 | 34693.0 | 261.73 | 94635415870 | 31825295 | 51.6 | 0.71 | 0.0689 | 0.775 | 26.69 | 1.0 | 1010.0 | 51.3 | 2973.591160 | 0.586 | 79.9 |
| 2 | Benin | NaN | 0.333 | 6476.0 | 110.71 | 14390709095 | 11801151 | 60.5 | 0.39 | 0.0223 | 0.709 | 29.71 | 1.0 | 1039.0 | 37.9 | 1219.432672 | 0.525 | 75.5 |
| 3 | Botswana | NaN | 0.456 | 6340.0 | 149.75 | 18340510789 | 2346179 | 30.0 | 0.29 | 0.1819 | 0.708 | 26.06 | 1.0 | 416.0 | 53.3 | 7817.183083 | 0.693 | 60.0 |
| 4 | Burkina Faso | NaN | 0.442 | 3418.0 | 106.58 | 15745810235 | 20321378 | 49.0 | 0.34 | 0.0626 | 0.664 | 30.98 | 0.0 | 748.0 | 43.0 | 774.839690 | 0.449 | 59.8 |
| 5 | Cape Verde | NaN | 0.196 | 543.0 | 110.50 | 1981845741 | 483628 | 16.7 | 0.68 | 0.1225 | 0.605 | NaN | NaN | 228.0 | 42.4 | 4097.872210 | 0.662 | 41.2 |
| 6 | Cameroon | NaN | 0.206 | 8291.0 | 118.65 | 38760467033 | 25876380 | 50.6 | 0.35 | 0.0338 | 0.761 | 26.45 | 1.0 | 1604.0 | 46.6 | 1497.909176 | 0.576 | 63.4 |
| 7 | Central African Republic | NaN | 0.082 | 297.0 | 186.86 | 2220307369 | 4745185 | 84.5 | 0.37 | 0.0368 | 0.720 | NaN | NaN | 1343.0 | 43.0 | 467.907441 | 0.404 | 84.6 |
| 8 | Comoros | NaN | 0.715 | 202.0 | 103.62 | 1185728677 | 850886 | 51.3 | 0.71 | 0.0434 | 0.433 | NaN | NaN | 900.0 | 45.3 | 1393.522372 | 0.558 | 84.7 |
| 9 | Republic of the Congo | NaN | 0.311 | 3282.0 | 124.74 | 10820591131 | 5380508 | 36.2 | 0.88 | 0.0947 | 0.694 | 27.07 | 1.0 | 1646.0 | 48.9 | 2011.072399 | 0.479 | 90.3 |
| Country | Country Code | Agricultural Land( %) | Co2-Emissions per ton | CPI | GDP | Population | Infant mortality | Minimum wage | Unemployment rate | Population: Labor force participation (%) | temperature | ideal temperature? | Precipitation Depth (mm/year) | Gini's index | GDP per capita | Human Development Index (2021) | Prevalence of moderate or severe food insecurity in the total population (percent) (2022) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | Sierra Leone | NaN | 0.547 | 1093.0 | 234.16 | 3941474311 | 7813215 | 78.5 | 0.57 | 0.0443 | 0.579 | NaN | NaN | 2526.0 | 35.7 | 504.462543 | 0.477 | 92.2 |
| 33 | South Africa | NaN | 0.798 | 476644.0 | 158.93 | 351431649241 | 58558270 | 28.5 | NaN | 0.2818 | 0.560 | 19.76 | 0.0 | 495.0 | 63.0 | 6001.400814 | 0.713 | 21.4 |
| 34 | South Sudan | NaN | NaN | 1727.0 | 4583.71 | 11997800751 | 11062113 | 63.7 | NaN | 0.1224 | 0.724 | NaN | NaN | 900.0 | 44.1 | 1084.584903 | 0.385 | 88.6 |
| 35 | Sudan | NaN | 0.287 | 20000.0 | 1344.19 | 18902284476 | 42813238 | 42.1 | 0.41 | 0.1653 | 0.484 | 31.36 | 0.0 | 250.0 | 34.2 | 441.505603 | 0.508 | 52.0 |
| 36 | Tanzania | NaN | 0.448 | 11973.0 | 187.43 | 63177068175 | 58005463 | 37.6 | 0.09 | 0.0198 | 0.834 | 23.49 | 1.0 | 1071.0 | 40.5 | 1089.157209 | 0.549 | 60.9 |
| 37 | Togo | NaN | 0.702 | 3000.0 | 113.30 | 5459979417 | 8082366 | 47.4 | 0.34 | 0.0204 | 0.776 | 29.48 | 1.0 | 1168.0 | 42.5 | 675.542213 | 0.539 | 65.3 |
| 38 | Tunisia | NaN | 0.648 | 29937.0 | 155.33 | 38797709924 | 11694719 | 14.6 | 0.47 | 0.1602 | 0.461 | 21.37 | 1.0 | 207.0 | 32.8 | 3317.541014 | 0.731 | 31.6 |
| 39 | Uganda | NaN | 0.719 | 5680.0 | 173.87 | 34387229486 | 44269594 | 33.8 | 0.01 | 0.0184 | 0.703 | 26.52 | 1.0 | 1180.0 | 42.7 | 776.768576 | 0.525 | 76.6 |
| 40 | Zambia | NaN | 0.321 | 5141.0 | 212.31 | 23064722446 | 17861030 | 40.4 | 0.24 | 0.1143 | 0.746 | 26.75 | 1.0 | 1020.0 | 55.9 | 1291.343357 | 0.565 | 76.0 |
| 41 | Zimbabwe | NaN | 0.419 | 10983.0 | 105.51 | 21440758800 | 14645468 | 33.9 | NaN | 0.0495 | 0.831 | 25.37 | 1.0 | 657.0 | 50.3 | 1463.985910 | 0.593 | 77.8 |